@davila7

motion-canvas covers programmatic video creation in typescript with numbered setup steps, esmcommonjs workarounds, and concrete troubleshooting for vite plugin configuration issues.

davila7-copy-editing provides a systematic seven-sweep framework for iteratively improving marketing copy. each pass targets one dimension (clarity, voice, benefit messaging, proof, specificity, emotion, risk reduction), with explicit checklists and common failure patterns documented.

obsidian-bases provides comprehensive tooling for building dynamic database views within obsidian vaults using yaml configuration, filters, formulas, and summaries across table, card, list, and map layouts.

agent-development provides structured guidance for building autonomous claude subprocesses, covering frontmatter schema, system prompt patterns, triggering semantics, and validation rules with concrete examples and reference templates.

davila7-figma-implement-design translates figma designs to production code with pixel-perfect fidelity using the figma mcp workflow. it extracts design context, screenshots, and assets, then translates them to project conventions while maintaining visual parity.

davila7-quantizing-models-bitsandbytes covers 8-bit and 4-bit quantization of large language models using bitsandbytes, enabling 50-75% memory reduction with minimal accuracy loss. supports qloра fine-tuning, 8-bit optimizers, and multiple quantization formats (int8, nf4, fp4) for huggingface transformers.

davila7-find-bugs systematically audits local branch changes for security vulnerabilities, bugs, and code quality issues through attack surface mapping and comprehensive security checklist verification. designed for code review and security audit workflows.

pytorch-lightning wraps pytorch training loops with the trainer class to eliminate boilerplate. handles device management, distributed training (ddp/fsdp/deepspeed), checkpointing, and callbacks automatically. code scales from single gpu to multi-node without modification.

davila7-training-llms-megatron provides production-grade distributed training for language models 2B-462B parameters using NVIDIA Megatron-Core. covers tensor/pipeline/expert parallelism, FP8 optimization on H100 (47% MFU target), and workflows for dense and MoE architectures with concrete hyperparameter configurations.

davila7-matplotlib covers matplotlib fundamentals for static and interactive plotting, including line/scatter/bar/heatmap/3d plots, subplots via gridspec, styling with rcparams and colormaps, and export to png/pdf/svg. emphasizes object-oriented interface over pyplot for production code.

davila7-linux-privilege-escalation covers systematic enumeration and exploitation of linux misconfigurations, kernel vulnerabilities, sudo weaknesses, suid binaries, cron jobs, capabilities, and nfs exports. provides numbered procedures with tool references and concrete command examples across nine exploitation phases.

davila7-mermaid-diagrams provides a structured reference for creating mermaid syntax diagrams across nine diagram types, with working examples and best practices. covers diagram selection, quick starts, and export options but lacks explicit failure recovery procedures.

davila7-ml-paper-writing guides end-to-end paper drafting for top-tier ML conferences (NeurIPS, ICML, ICLR, ACL, AAAI, COLM). centers on citation verification workflows, narrative clarity principles, and iterative feedback loops with explicit deployment of proactive drafting over blocking.

react-dev covers type-safe React component patterns, React 19 migrations (forwardRef removal, useActionState), typed hooks, event handlers, generics, and server components. includes routing patterns for tanstack router and react router v7.

game-development routes to platform and dimension-specific sub-skills while teaching universal patterns: game loop architecture, entity patterns, input abstraction, performance budgets, and ai selection criteria.

davila7-session-handoff provides structured workflows for creating and resuming handoff documents that preserve ai agent context across sessions. includes scaffolding, validation, and staleness checking to minimize context loss in long-running work.

davila7-prisma-expert covers schema design, migrations, query optimization, relations modeling, and connection management with structured playbooks. includes environment detection, diagnostic commands, and prioritized fix strategies organized by problem category.

davila7-analytics-tracking provides a structured framework for designing and implementing analytics across ga4, gtm, and custom tracking solutions. covers event naming, property strategy, utm conventions, and validation patterns with practical code examples.

davila7-difficult-workplace-conversations provides a three-phase preparation-delivery-followup framework for workplace conflicts and sensitive discussions. includes concrete models (sbi, impact vs intent), emotional regulation guidance, and scenario examples, though lacks specific tool integration.

davila7-generate-image wraps openrouter api calls for photo, illustration, and artwork generation via flux and gemini models. covers generation and editing with clear cli examples and api key setup.

davila7-copywriting covers marketing copy for web pages (homepages, landing pages, pricing, feature, about). provides headline formulas, copywriting principles (clarity, benefits, specificity), section frameworks, and guidance for cta copy and page-specific strategies.

davila7-audiocraft-audio-generation wraps meta's audiocraft library for text-to-music (musicgen) and text-to-sound (audiogen) generation. covers model selection, melody conditioning, stereo output, and style transfer with practical code examples and batch workflows.

davila7-humanizer detects and removes 24 distinct ai writing patterns including vague attribution, em dash overuse, rule of three repetition, and promotional language. builds on wikipedia's ai cleanup guidance with emphasis on adding voice and personality alongside pattern removal.

davila7-scvi-tools covers single-cell omics analysis with probabilistic deep generative models. provides domain-specific guidance for scRNA-seq, ATAC-seq, multimodal integration, spatial transcriptomics, and specialized modalities through a consistent pytorch-based API.

davila7-gene-database wraps ncbi gene search and retrieval via e-utilities and datasets api, supporting symbol/id lookups, batch processing, and structured data output for annotation workflows.

find-bugs guides systematic security review of branch changes through diff analysis, attack surface mapping, and a comprehensive checklist covering injection, xss, auth, crypto, and business logic flaws. structured but requires human judgment on verification.

davila7-pricing-strategy covers value-based pricing frameworks, research methods (Van Westendorp, MaxDiff), tier design, and monetization tactics. provides structured guidance on packaging, value metrics, and pricing increases with examples but lacks explicit failure handling.

davila7-writing-clearly-and-concisely applies strunk's elements of style and ai pattern detection to improve prose for documentation, commits, ui text, and reports. covers grammar, composition principles, and anti-patterns to avoid.

davila7-code-review-checklist provides a structured framework for systematic code reviews covering functionality, security, performance, and maintainability with step-by-step guidance and concrete examples.

davila7-datacommons-client provides structured access to the Data Commons Python API for querying statistical observations, exploring entity relationships, and resolving geographic and demographic identifiers from global public data sources.

skill-creator guides iterative skill development through test case generation, parallel benchmarking runs, and quantitative evaluation via an interactive results viewer, with automated description tuning loops.

voice-ai-development covers realtime voice agents via openai, vapi, and deepgram with working code examples for streaming transcription, synthesis, and latency optimization. addresses provider selection but lacks deployment guidance and error handling.

davila7-documentation-templates provides markdown templates and structural guidelines for readme files, api docs, code comments, and changelog formats. prescriptive but lacks procedural depth for real-world application.

scientific-brainstorming structures ideation through five phases (context, divergence, connection, evaluation, synthesis), offering conversational techniques for hypothesis generation, cross-domain reasoning, and methodological exploration. best suited for researchers seeking structured creative problem-solving without computational constraints.

davila7-feedback-mastery provides structured approaches to difficult workplace conversations using preparation-delivery-follow-up and situation-behavior-impact frameworks. includes opening lines, reframing techniques, and scenario walkthroughs for performance issues and team conflicts.

davila7-pdf-processing covers text extraction, merging, splitting, rotation, watermarking, ocr, and form filling using pypdf, pdfplumber, reportlab, and command-line tools with code examples for each operation.

skill-installer manages installation of codex skills from curated openai lists or custom github repositories, with support for public and private repos via git or direct download.

davila7-best-practices catalogs web security, compatibility, and code quality patterns with examples but lacks procedural decision-making and concrete failure recovery steps. useful as reference material, not as actionable audit workflow.

davila7-ssh-penetration-testing covers enumeration, credential attacks, vulnerability exploitation, and tunneling across 10 phases. command-heavy with practical examples but lacks explicit decision trees and failure recovery procedures.

micro-saas-launcher covers idea validation, two-week MVP timelines, and pricing strategies for solo founders building profitable small products. practical but lacks execution depth on distribution and customer acquisition.

davila7-crafting-effective-readmes provides audience-matched readme templates and a task-classification workflow (create, add, update, review) to guide writers toward audience-appropriate content.

davila7-nestjs-expert covers module architecture, dependency injection, middleware, guards, interceptors, testing, and database integration with real github/stackoverflow examples and solution priorities, though procedures lack step-by-step detail and edge cases remain partially addressed.

davila7-mlflow covers experiment tracking, model registry management, and deployment across pytorch, tensorflow, scikit-learn, and huggingface. omits failure modes, recovery paths, and production edge cases.

davila7-research-lookup provides real-time academic research queries through perplexity's sonar models via openrouter, with automatic model selection based on query complexity. covers literature search, protocol lookup, statistical retrieval, and citation finding across academic domains.

davila7-privilege-escalation-methods catalogs post-exploitation techniques for linux and windows systems including sudo abuse, token impersonation, kerberoasting, and active directory attacks with tool-specific commands.

davila7-nextjs-best-practices covers app router fundamentals including server vs client component selection, data fetching caching layers, and routing file conventions. reference material for architectural decisions rather than executable workflow.

davila7-seo-optimizer covers keyword research, on-page optimization, technical seo implementation, and core web vitals tuning. comprehensive reference material but lacks decision logic and failure recovery patterns.

davila7-seo-audit provides a comprehensive framework for diagnosing seo problems across technical, on-page, and content dimensions. lacks procedural depth and concrete decision logic for translating findings into prioritized action.

davila7-seo covers technical seo, on-page optimization, and structured data implementation via code examples and checklists. lacks actionable procedures for execution and omits failure recovery guidance.

copywriting delivers structured conversion-focused copy for marketing pages by gathering audience and product context before writing, then applying clarity-first principles and page-type frameworks to drive specific customer actions.

react-ui-patterns codifies three core ui mechanics: loading indicators only for absent data, error surfacing across hierarchy levels, and button disabling during async work. includes skeleton/spinner decision trees and typescript examples.

screenshot-feature-extractor coordinates five specialized agents to analyze product screenshots in parallel, extracting ui components, interactions, and business logic into deduplicated feature checklists. focuses on what to build, not implementation details.

guides model string replacement from claude sonnet 4.0/4.5 or opus 4.1 to opus 4.5 across four major platforms, with conditional prompt adjustments for tool overtriggering, over-engineering, code exploration, and thinking sensitivity issues.

davila7-xlsx covers spreadsheet creation, editing, and analysis with openpyxl and pandas. provides detailed formulas and formatting guidance for financial models, but lacks specific trigger phrases for actual invocation scenarios.

davila7-create-plan generates structured coding task plans from user requests by scanning context, asking minimal follow-ups, and delivering a templated action checklist with scope boundaries and open questions.

davila7-powershell-windows covers operator syntax, null safety, and error handling patterns specific to windows powershell, with tables of common pitfalls and ascii-only rules.

davila7-gcp-cloud-run covers containerized services, event-driven functions, cold start optimization, and pub/sub patterns. lacks explicit decision logic and outcome signals, relies on code examples over procedural guidance.

claude-code-guide outlines configuration templates and prompting patterns for steering claude code agent behavior, but lacks concrete decision logic and failure recovery steps.

ai-agents-architect provides conceptual guidance on autonomous agent design, tool integration, and failure mitigation. covers react loops, plan-and-execute patterns, and multi-agent orchestration without procedural depth.

skill-creation-guide explains how to structure and document capabilities as modular skill packages. covers principles and domain categories but lacks executable procedural content.

brainstorming guides collaborative refinement of ideas into designs through guided questioning and iterative review cycles, starting from project context.

davila7-cirq provides quantum circuit design, simulation (exact and noisy), hardware integration across multiple vendors (google, ionq, aqt, pasqal, azure), and experiment templates. strong on code examples but lacks actionable decision logic.

obsidian-markdown documents syntax for wikilinks, embeds, callouts, properties, and other obsidian-specific extensions, but lacks procedural guidance for when and how to apply these features in realistic workflows.

davila7-data-privacy-compliance provides regulatory reference material and code templates for gdpr, ccpa, and hipaa compliance, but lacks step-by-step procedures for real-world implementation and acknowledges few failure modes.

information-security-manager-iso27001 covers isms implementation, risk assessment, and iso 27002 controls for healthtech. provides frameworks and checklists but lacks actionable procedures and specific invocation patterns.

ai-agents-architect covers agent design patterns (react, plan-and-execute, tool registry) and identifies failure modes, but lacks step-by-step implementation guidance and concrete input/output contracts.

davila7-devops-iac-engineer covers infrastructure as code design patterns, tool selection, and deployment workflows. provides frameworks for terraform, kubernetes, ci/cd, and observability but lacks concrete, actionable procedures for actual implementation.

davila7-web-games covers framework selection, webgpu adoption timelines, and performance optimization for browser games. provides decision trees for engine choice and asset compression strategies but lacks procedural depth for implementation.

davila7-statsmodels documents statsmodels library capabilities across linear models, glm, discrete choice, and time series, with code examples but lacks actionable decision logic and failure recovery patterns.

davila7-security-compliance covers defense-in-depth architecture, compliance frameworks (SOC2, ISO27001, GDPR, HIPAA), and incident response through a six-phase lifecycle. decision frameworks exist but lack concrete trigger phrases and operational specificity needed for consistent execution.

davila7-scientific-critical-thinking covers methodology critique, bias detection, statistical analysis evaluation, and evidence quality assessment using GRADE and Cochrane frameworks. however, it lacks actionable decision points and concrete trigger conditions for when to apply specific sub-skills.

davila7-mobile-design teaches mobile-first principles for iOS and Android development, emphasizing touch interaction, performance patterns, and platform conventions. references external files but lacks concrete, actionable procedures within the skill itself.

davila7-micro-saas-launcher covers indie hacker patterns for validating ideas, shipping mvps in two weeks, and pricing products. lacks explicit decision trees and recovery paths for common failure modes.

davila7-scientific-writing covers manuscript composition in imrad structure with citation management, reporting guidelines, and figures. emphasizes two-stage outlining then prose conversion. lacks concrete trigger conditions and failure mode handling.

davila7-ui-ux-pro-max is a reference guide for UI/UX patterns across 9 stacks, offering design system generation via Python CLI. breadth of coverage (styles, palettes, fonts) is extensive but execution depends entirely on external script behavior and database contents, neither documented here.

davila7-game-audio documents sound design taxonomy and music state systems for game audio, covering category hierarchies, layering structures, and adaptive intensity parameters. descriptive rather than prescriptive; lacks executable procedures.

davila7-product-manager-toolkit bundles frameworks and scripts for prioritization, customer research, and requirement documentation. lacks explicit failure handling and assumes successful script execution without validation logic.

excalidraw delegates file operations to subagents to preserve context budget. documents token cost problem (4k-22k per file) and dispatch patterns but lacks concrete implementation steps.

davila7-html-injection-testing covers attack vectors for html injection vulnerabilities including stored/reflected variants, phishing construction, and defacement payloads. lacks actionable decision logic and explicit failure recovery.

ui-ux-pro-max aggregates design patterns, color palettes, typography, and ux rules across multiple stacks. execution relies on a python search script that may not exist or function as documented, and edge cases are unaddressed.

mui covers material-ui v7 component patterns including sx prop styling, theme integration via hooks, and responsive breakpoint design. lacks procedural depth and actionable examples.

frontend-patterns documents react and next.js component architecture, state management, and performance techniques with code examples but lacks actionable procedures and failure mode discussion.

autonomous-agents covers reliability-first patterns for building constrained ai agents, emphasizing guardrails and incremental capability expansion over unrestricted autonomy.

stable-diffusion-image-generation wraps huggingface diffusers for text-to-image, inpainting, and outpainting workflows. covers sd 1.5 through flux with lora adapters and scheduler selection, but lacks actionable procedure detail.

davila7-game-art covers visual style selection, asset pipeline workflows, and animation principles for game development. decision trees and comparison matrices guide choices across 2d and 3d production paths, but lacks procedural rigor for implementation.

research-engineer enforces scientific rigor and rejects invalid problem constraints. prioritizes theoretical correctness over convenience, with explicit protocols against hallucination and oversimplification. incomplete procedural coverage limits real-world applicability.

mermaid-diagrams covers text-based software diagramming (class, sequence, flowchart, erd, c4, state, git, gantt, charts) with version-control friendly syntax and multi-platform native support. references and best practices included.

pytorch-lightning provides a training framework wrapper around pytorch that automates device management, distributed training setup (ddp/fsdp/deepspeed), and checkpoint handling via a trainer class and callback system. reduces boilerplate while preserving pytorch flexibility.

deepspeed covers nvme i/o operations via aio and gds handles, with blocking/non-blocking apis, pinned tensors, and parallel transfers. lacks guidance on distributed training, zero optimization, and quantization.

frontend-to-backend-requirements guides frontend developers in documenting data needs for backend teams without prescribing implementation, emphasizing collaboration over specification.

davila7-agent-tool-builder addresses tool design for ai agents, emphasizing schema clarity and description quality over implementation details. covers json schema practices, validation, error handling, and the mcp standard.

davila7-manim documents manim community's python framework for mathematical animations, covering scenes, mobjects, animations, and latex rendering with a quick-start example and best practices.

davila7-latex-posters covers research poster creation across three LaTeX packages (beamerposter, tikzposter, baposter) with templates, layout strategies, and design principles. mandatory reliance on external scientific-schematics skill undermines self-sufficiency, and core procedures remain high-level rather than actionable step-by-step workflows.

marketing-psychology catalogs 70+ mental models and cognitive biases with marketing applications, but reads as a reference guide rather than actionable skill. lacks procedural depth, decision logic, and failure recovery.

davila7-database-design covers schema design, orm selection, and indexing strategy via a modular content map. emphasizes context-driven decision-making over pattern copying, but lacks executable procedures and failure mode guidance.

davila7-server-management covers foundational server operations principles including process management, monitoring strategy, log rotation, scaling decisions, and health checks. primarily reference material rather than actionable procedures.

draw.io covers xml editing, png conversion, and layout control for diagrams with aws icon support and font handling guidance, but lacks clear intent definition and actionable procedures.

context7-auto-research automatically retrieves current documentation for popular libraries during claude code conversations via the context7 api, with optional rate limit configuration.

software-architecture covers code style rules and general principles for clean code organization, grounded in clean architecture and domain driven design, but lacks actionable procedures and concrete trigger conditions.

devops-iac-engineer covers infrastructure provisioning with terraform, kubernetes, and multi-cloud platforms. includes ci/cd pipeline design, observability frameworks, and security practices but lacks concrete decision trees and actionable procedures.

davila7-multiplayer covers architectural patterns, synchronization techniques, and security principles for networked games. reference material rather than actionable procedure.

email composer provides templates and guidelines for drafting professional messages across common business scenarios. lacks procedural depth, decision logic, and failure mode handling.

davila7-risk-management-specialist provides iso 14971 framework coverage for medical device risk management including hazard identification, risk estimation, and control hierarchies, but lacks concrete trigger conditions, actionable step sequences, and failure mode handling.

statistical-analysis describes a toolkit for hypothesis testing, regression, and bayesian methods with apa reporting, but lacks actionable procedures and concrete implementation guidance.

vllm skill covers high throughput llm inference via paged attention and continuous batching, but lacks operational deployment guidance, error handling, and production readiness details.

marketing-ideas provides a curated library of 140 saas marketing tactics organized by category and implementation stage, but lacks procedural depth and concrete execution guidance beyond high-level prompts.

davila7-app-store-optimization describes aso capabilities across keyword research, metadata optimization, and review analysis, but lacks actionable procedures and concrete decision logic to execute the claimed toolkit functions.

davila7-information-security-manager-iso27001 outlines iso 27001 isms frameworks and healthcare security governance. lacks actionable procedures, specific trigger phrases, and edge case handling. reads as reference material rather than executable skill.

clean-code documents pragmatic coding principles (srp, dry, kiss, yagni, boy scout) and naming conventions, but lacks actionable workflow steps, decision logic, or concrete failure recovery patterns needed for practical skill execution.

davila7-git-commit-helper provides conventional commits formatting guidance and examples for staged git changes, but lacks actionable procedures for how claude actually analyzes diffs or generates messages.

openalex-database skill provides api access to a 240m+ scholarly work catalog for literature search, citation tracking, and bibliometric analysis. incomplete documentation and vague procedures limit usability.

davila7-prompt-library is a curated collection of prompt templates organized by category (role-based, task-specific, analysis, creative). lacks decision trees, failure modes, and actionable integration steps for actual skill invocation.

davila7-vulnerability-scanner covers owasp 2025 principles and supply chain security with threat modeling frameworks and risk prioritization matrices, but lacks actionable procedures and specific tool invocation patterns.

davila7-react-patterns is a reference guide covering component design, hooks, state management, and typescript patterns, but lacks procedural steps, specific trigger phrases, and actionable workflows for real development tasks.

scroll-experience covers parallax, scroll animations, and sticky sections with code examples across gsap, framer motion, and css. lacks procedural depth for actual implementation and glosses over mobile/performance constraints.

scientific-slides guides presentation creation using nano banana pro for image generation and pdf assembly, with formatting consistency protocols for multi-slide decks. covers workflows for pdf slides and powerpoint integration but lacks actionable decision logic and failure recovery.

davila7-page-cro provides a diagnostic framework for analyzing marketing pages and suggests optimization levers across value prop, headlines, ctas, and trust signals. lacks executable procedures and concrete decision logic.

qdrant-vector-search is a rust-based vector database for production rag systems offering hybrid search, multiple distance metrics, quantization, and distributed scaling via sharding and replication.

peer-review outlines a framework for evaluating scientific manuscripts across methodology, statistics, ethics, and reproducibility, though lacks concrete procedural steps and decision logic.

matplotlib is a python plotting library covering line, scatter, bar, histogram, heatmap, and 3d plots with export to png/pdf/svg. supports both pyplot and object-oriented apis for static and interactive visualizations.

davila7-2d-games covers sprite atlasing, tilemap layering, collision shapes, and camera tracking patterns. reference material only, not actionable skill procedures.

davila7-ui-design-system provides token generation and component documentation scaffolding, but lacks procedural depth, error handling, and concrete execution guidance for design-dev workflows.

database-design provides a selective reading map for database decision-making across selection, schema, indexing, and migrations, but lacks concrete procedures and actionable trigger points.

senior-prompt-engineer aggregates high-level guidance on prompt patterns, rag optimization, and agentic system design, but lacks procedural depth and concrete decision logic for production use.

social-content provides templates and frameworks for crafting platform-specific social media strategy, but lacks intent definition, input contracts, and outcome signals. treats content creation as a design exercise rather than a deliverable skill with measurable outputs.

marketing-ideas catalogs 140 tactics spanning content, ads, partnerships, and launches. lacks procedural depth, decision logic, and failure mode handling. functions as reference material rather than actionable skill.

conversation-memory establishes memory types for LLM systems but lacks concrete implementation steps, decision logic, and recovery patterns. the document outlines principles without grounding them in actionable procedures.

executing-marketing-campaigns aggregates cross-functional marketing workflows including planning, content, social, email, and analytics, but lacks actionable procedures and concrete decision logic.

davila7-code-reviewer exposes three python scripts for pr analysis, code quality checking, and report generation across six languages, but lacks concrete execution steps, failure handling, and actionable decision logic.

davila7-senior-frontend claims comprehensive toolkit for react/nextjs development but consists primarily of script references and aspirational feature lists without actionable procedures, concrete decision logic, or failure handling.

davila7-gdpr-dsgvo-expert outlines gdpr and german dsgvo compliance domains but lacks concrete procedural steps, specific activation triggers, and actionable implementation detail. reads as compliance taxonomy rather than executable skill.

davila7-senior-backend lists three python scripts for api scaffolding, database migration, and load testing, with references to external guides on api design, database optimization, and security. lacks actionable procedures and concrete decision logic.

davila7-senior-fullstack lists a modern tech stack and three python scripts without specifying what they actually do, their inputs, outputs, or when to use each one.

langchain is a framework for assembling llm applications using agents, chains, and rag. it abstracts across multiple providers and integrations but lacks actionable skill procedures.

davila7-codex-review claims to perform code review and changelog generation via codex ai integration, but the skill.md lacks actionable procedure, explicit decision logic, and failure handling.

davila7-tavily-web provides web search and content extraction via the tavily api, but lacks actionable procedure details, specific trigger phrases, and error handling documentation.

davila7-senior-architect is a shell of a skill containing only script invocation syntax and generic best-practices boilerplate, with no actual procedures for architecture work, decision-making, or system design.

using-superpowers documents a meta-rule requiring skill invocation before responding to any user message, enforced via flowchart and red-flag heuristics, but lacks concrete inputs, decision criteria, or failure modes.

davila7-senior-prompt-engineer is a generic ml/ops reference document masquerading as a prompt engineering skill. it lists tech stacks and leadership responsibilities without actionable procedures, specific trigger phrases, or edge case handling.

This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Components are mentioned. Covers type-safe patterns for React 18-19 including generic components, proper event typing, and routing integration (TanStack Router, React Router).

Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.

Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.

Presentation toolkit (.pptx). Create/edit slides, layouts, content, speaker notes, comments, for programmatic presentation creation and modification.

When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," or "lifecycle emails." For in-app onboarding, see onboarding-cro.

Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience.

Performance profiling principles. Measurement, analysis, and optimization techniques.

World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.

Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission management, regulatory pathway analysis, global compliance coordination, and cross-functional team leadership. Use for regulatory strategy development, submission planning, regulatory risk assessment, and team coordination activities.

Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management, output formatting, and prompt evaluation. Use when: prompt engineering, system prompt, few-shot, chain of thought, prompt design.

Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extraction, for professional document processing.

When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' or 'viral content.' This skill covers content creation, repurposing, and platform-specific strategies.

Game design principles. GDD structure, balancing, player psychology, progression.

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter's Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.

When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," or "building many pages for SEO." For auditing existing SEO issues, see seo-audit.

This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation," "exploit Windows misconfigurations," or "perform post-exploitation privilege escalation." It provides comprehensive guidance for discovering and exploiting privilege escalation vulnerabilities in Windows environments.

When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent," "popup conversions," "modal optimization," "lead capture popup," "email popup," "announcement banner," or "overlay." For forms outside of popups, see form-cro. For general page conversion optimization, see page-cro.

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator, engineering metrics frameworks, technology evaluation tools, and ADR templates. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions, establishing engineering metrics, or when user mentions CTO, tech debt, technical debt, team scaling, architecture decisions, technology evaluation, engineering metrics, DORA metrics, or technology strategy.

Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include "architecture diagram", "C4 diagram", "system context", "container diagram", "component diagram", "deployment diagram", "document architecture", "visualize architecture".

Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical audiences. Use when drafting professional messages, preparing meeting communications, or improving written communication.

Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.

Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis, LiveKit for real-time infrastructure, and WebRTC fundamentals. Knows how to build low-latency, production-ready voice experiences. Use when: voice ai, voice agent, speech to text, text to speech, realtime voice.

Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines.

Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial scenario modeling, board governance frameworks, and investor relations playbooks. Use when planning strategy, preparing board presentations, managing investors, developing organizational culture, making executive decisions, or when user mentions CEO, strategic planning, board meetings, investor updates, organizational leadership, or executive strategy.

Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system design, change control, configuration management, and regulatory documentation oversight. Use for document control system implementation, regulatory document review, change management, and documentation compliance verification.

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.

draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage.

Comprehensive security engineering skill for application security, penetration testing, security architecture, and compliance auditing. Includes security assessment tools, threat modeling, crypto implementation, and security automation. Use when designing security architecture, conducting penetration tests, implementing cryptography, or performing security audits.

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, or implementing data governance.

Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement.

Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs. Includes API…

This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability categories", "learn about injection attacks", "review access control weaknesses", "analyze API security issues", "assess security misconfigurations", "understand client-side vulnerabilities", "examine mobile and IoT security flaws", or "reference the OWASP-aligned vulnerability taxonomy". Use this skill to provide comprehensive vulnerability definitions, root causes, impacts, and mitigation strategies across all major web security categories.

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

Get paid from day one. Payments, subscriptions, billing portal, webhooks, metered billing, Stripe Connect. The complete guide to implementing Stripe correctly, including all the edge cases that will bite you at 3am. This isn't just API calls - it's the full payment system: handling failures, managing subscriptions, dealing with dunning, and keeping revenue flowing. Use when: stripe, payments, subscription, billing, checkout.

Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes component…

senior-devops — an installable skill for AI agents, published by davila7/claude-code-templates.

Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, and anti-detection patterns. This skill covers Playwright (recommended) and Puppeteer, with patterns for testing, scraping, and agentic browser control. Key insight: Playwright won the framework war. Unless you need Puppeteer's stealth ecosystem or are Chrome-only, Playwright is the better choice in 202

Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.

Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, marketing, and scaling to real revenue. Use when: notion template, sell templates, digital product, notion business, gumroad.

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.

This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services using Shodan," "scan IP ranges with Shodan," or "discover IoT devices and open ports." It provides comprehensive guidance for using Shodan's search engine, CLI, and API for penetration testing reconnaissance.

Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.

Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction analysis, target identification, chemical similarity searches, ADMET predictions, or any task requiring detailed drug and drug target information from DrugBank.

Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against observational data, or conducting systematic hypothesis exploration for research discovery in domains like deception detection, AI content detection, mental health analysis, or other empirical research tasks.

Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM…

React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronization.…

Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need…

Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's…

Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.

Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize…

aws-serverless — an installable skill for AI agents, published by davila7/claude-code-templates.

moe-training — an installable skill for AI agents, published by davila7/claude-code-templates.

Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental…

Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic…

Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term…

frontend-dev-guidelines — an installable skill for AI agents, published by davila7/claude-code-templates.

Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production…

Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you…